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gmra-matlab - Run GMRA with MATLAB and fallback runtimes

Build and query GMRA structures, check operation sufficiency, detect MATLAB-compatible runtimes, and assign deterministic colors.

Tags

Updated: 2026-10-05

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Build GMRA trees
  • Query GMRA trees
  • Check operation sufficiency
  • Detect runtime availability
  • Assign deterministic colors
  • Select execution fallback

Inputs

  • Data matrix
  • Query point
  • GMRA configuration
  • Operation name
  • Loaded skills and tools
  • Color seed

Outputs

  • GMRA tree
  • Projection and cell index
  • Sufficiency report
  • Runtime availability report
  • Deterministic color values

Requirements

  • Python runtime
  • NumPy
  • SciPy and scikit-learn for construction
  • MATLAB, Octave, or Julia executable for corresponding runtime integration

Source

  • Spec: SKILL.md
GMRA
MATLAB
multiresolution analysis
dimensionality reduction
clustering
PCA
deterministic coloring
sharding
Build GMRA trees
Query GMRA trees
Check operation sufficiency
Detect runtime availability
Data matrix
Query point
GMRA configuration
GMRA tree
Projection and cell index
Sufficiency report